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Back to Data Science Math Skills

Learner Reviews & Feedback for Data Science Math Skills by Duke University

4.5
stars
12,980 ratings

About the Course

Data science courses contain math—no avoiding that! This course is designed to teach learners the basic math you will need in order to be successful in almost any data science math course and was created for learners who have basic math skills but may not have taken algebra or pre-calculus. Data Science Math Skills introduces the core math that data science is built upon, with no extra complexity, introducing unfamiliar ideas and math symbols one-at-a-time. Learners who complete this course will master the vocabulary, notation, concepts, and algebra rules that all data scientists must know before moving on to more advanced material. Topics include: ~Set theory, including Venn diagrams ~Properties of the real number line ~Interval notation and algebra with inequalities ~Uses for summation and Sigma notation ~Math on the Cartesian (x,y) plane, slope and distance formulas ~Graphing and describing functions and their inverses on the x-y plane, ~The concept of instantaneous rate of change and tangent lines to a curve ~Exponents, logarithms, and the natural log function. ~Probability theory, including Bayes’ theorem. While this course is intended as a general introduction to the math skills needed for data science, it can be considered a prerequisite for learners interested in the course, "Mastering Data Analysis in Excel," which is part of the Excel to MySQL Data Science Specialization. Learners who master Data Science Math Skills will be fully prepared for success with the more advanced math concepts introduced in "Mastering Data Analysis in Excel." Good luck and we hope you enjoy the course!...

Top reviews

AP

Apr 17, 2020

Hi it is very helpful to me. Concept is properly explained. I enjoyed learning process. Expect some more courses on data science as well as on python which involves real time application.Thanks a lot.

PS

Jul 23, 2017

This is neat little course to revise math fundamentals. I generally find learning probability a little tricky. This course helped me a lot in better understanding Bayes Theorem. Thank you professors.

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By Shahrizoda O M Q

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Jan 28, 2025

Awesome

By Nuriddin A

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Oct 30, 2024

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May 21, 2024

So good

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Feb 27, 2024

RECPECT

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Nov 28, 2023

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Oct 17, 2023

ОТЛИЧНО

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Apr 10, 2023

Отлично

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Jul 25, 2021

Amazing

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Mar 8, 2021

perfect

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Aug 28, 2020

so good

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amazing

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Jul 24, 2020

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amazing

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Jun 14, 2020

awesome

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Jun 6, 2020

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May 27, 2020

amazing

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May 25, 2020

5 stars

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May 7, 2020

Amazing

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Apr 17, 2020

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Apr 8, 2020

Genial!

By Yuliya A S

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Apr 8, 2018

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By 孟凡玉

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Oct 10, 2017

课程通俗易通!

By Munisa K

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May 24, 2025

Munisa

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Apr 29, 2025

Thanks

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Apr 26, 2025

Thanks